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Performance is not enough: the story told by a Rashomon quartet
Journal of Computational and Graphical Statistics ( IF 1.4 ) Pub Date : 2024-05-14 , DOI: 10.1080/10618600.2024.2344616 Przemysław Biecek 1 , Hubert Baniecki 2 , Mateusz Krzyziński 3 , Dianne Cook 4
Journal of Computational and Graphical Statistics ( IF 1.4 ) Pub Date : 2024-05-14 , DOI: 10.1080/10618600.2024.2344616 Przemysław Biecek 1 , Hubert Baniecki 2 , Mateusz Krzyziński 3 , Dianne Cook 4
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The usual goal of supervised learning is to find the best model, the one that optimizes a particular performance measure. However, what if the explanation provided by this model is completely diffe...
中文翻译:
表演是不够的:罗生门四重奏讲述的故事
监督学习的通常目标是找到最佳模型,即优化特定性能指标的模型。然而,如果这个模型提供的解释完全不同怎么办……
更新日期:2024-05-14
中文翻译:
表演是不够的:罗生门四重奏讲述的故事
监督学习的通常目标是找到最佳模型,即优化特定性能指标的模型。然而,如果这个模型提供的解释完全不同怎么办……